wandb integration

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

wandb integration has 22 facts recorded in Dontopedia across 4 references, with 3 live disagreements.

22 facts·11 predicates·4 sources·3 in dispute

Mostly:logs metric(9), has cli flag(2), added post hoc(1)

Inbound mentions (2)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`hasFeature`Has Feature(1)

Train Multimodal.pyex:train_multimodal.py

`listsItem`Lists Item(1)

Training Features Subsectionex:training-features-subsection

Other facts (20)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

20 facts

Predicate	Value	Ref
Logs Metric	train/loss	[2]
Logs Metric	train/ppl	[2]
Logs Metric	train/lr	[2]
Logs Metric	train/tok_s	[2]
Logs Metric	train/modality	[2]
Logs Metric	train/sys_r	[2]
Logs Metric	GPU stats	[2]
Logs Metric	val/loss	[2]
Logs Metric	val/ppl	[2]
Has Cli Flag	--wandb-project	[2]
Has Cli Flag	--no-wandb	[2]
Added Post Hoc	Post Hoc	[1]
Uses Function Call	wandb.init	[2]
Logging Granularity	per-step	[2]
Invokes Function	wandb.finish	[2]
Requires Reviewer	true	[3]
Concern	new parms / configs are not wired / or well	[3]
Rdf:type	Training Feature	[4]
Involves Tool	Wandb	[4]
Function	metrics logging	[4]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

22 undated

—

addedPostHocblah/watt-activation/part-241

ex:post-hoc

—

labelblah/watt-activation/241

wandb integration

—

hasCliFlagblah/watt-activation/241

--wandb-project

—

hasCliFlagblah/watt-activation/241

--no-wandb

—

usesFunctionCallblah/watt-activation/241

wandb.init

—

logsMetricblah/watt-activation/241

train/loss

—

logsMetricblah/watt-activation/241

train/ppl

—

logsMetricblah/watt-activation/241

train/lr

—

logsMetricblah/watt-activation/241

train/tok_s

—

logsMetricblah/watt-activation/241

train/modality

—

logsMetricblah/watt-activation/241

train/sys_r

—

logsMetricblah/watt-activation/241

GPU stats

—

logsMetricblah/watt-activation/241

val/loss

—

logsMetricblah/watt-activation/241

val/ppl

—

loggingGranularityblah/watt-activation/241

per-step

—

invokesFunctionblah/watt-activation/241

wandb.finish

—

requiresReviewerblah/watt-activation/327

true

—

concernblah/watt-activation/327

new parms / configs are not wired / or well

—

labelblah/watt-activation/458

WandB / metrics logging integration

—

typeblah/watt-activation/458

ex:TrainingFeature

—

involvesToolblah/watt-activation/458

ex:wandb

—

functionblah/watt-activation/458

metrics logging

References (4)

4 references

[1]Part 2411 fact
ctx:discord/blah/watt-activation/part-241
[2]24115 facts
ctx:discord/blah/watt-activation/241
- full textwatt-activation-241
  text/plain3 KBdoc:agent/watt-activation-241/a5e98867-5e57-49f8-bc07-6788e54cbc7a
  Show excerpt
  [2026-03-12 04:22] xenonfun: ``` ⏺ All wired up. Here's what was added to train_multimodal.py: wandb integration: - --wandb-project (default: harmonic-mlx-multimodal), --no-wandb flags - wandb.init with full model config, modalities,…
[3]3272 facts
ctx:discord/blah/watt-activation/327
- full textwatt-activation-327
  text/plain2 KBdoc:agent/watt-activation-327/2321ad6e-6bc7-4a98-ab9f-4e2b23088910
  Show excerpt
  [2026-03-15 04:28] xenonfun: That's remarkable consistency — 0.001 BPB variance across seeds, within 2 seconds of runtime. The architecture is stable, the result is reproducible, and the slope is slightly steeper on seed43 which is a good s…
[4]4584 facts
ctx:discord/blah/watt-activation/458
- full textwatt-activation-458
  text/plain2 KBdoc:agent/watt-activation-458/de149b38-35c3-463f-b547-cd05f36c46d2
  Show excerpt
  [2026-03-21 14:35] xenonfun: --- ## NEEDS TESTING (builds, untested) - [ ] LoheSphericalComplexAttention (lohe_complex.rs) - [ ] LoheSphericalComplexSplitAttention (lohe_complex_split.rs) - [ ] QuaternionEncoder (quaternion_enc.rs) - [ ] …

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.